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Arkansas Introduction to Computer Science

The Data Science Life Cycle

Students will be introduced to the field of data science by exploring the role of a data scientist and the iterative steps of the data science life cycle. They will learn and apply the process, which includes asking statistical questions, collecting or obtaining reliable data, analyzing the data, and summarizing the results.

Lessons

7.1 What is Data Science?

  • What is Data Science?
  • What is Data Science?
  • What Does a Data Scientist Do?
  • What Does a Data Scientist Do?
  • Exploring Data I
  • +7 more

7.2 The Data Science Life Cycle

  • The Data Life Cycle
  • The Data Life Cycle Quiz
  • What Stage?
  • What Stage Response
  • Develop a Statistical Question
  • +1 more

7.3 Spreadsheet Basics

  • Introduction to Spreadsheets
  • Basic Operations Exploration
  • Importing Data
  • Importing Data Reflection
  • Basic Operations Quiz

7.4 Data Cleaning

  • Data Cleaning
  • Cleaning Data Quiz
  • Health and Wellness Tracking
  • Cleaning A Dataset Reflection

7.5 Sort and Filter

  • Sorting and Filtering
  • Sorting and Filtering Quiz
  • Influential Women
  • Influential Women Response

7.6 Data Visualizations

  • Data Visualizations
  • Data Visualizations Quiz
  • Making Accessible Charts
  • Making Accessible Charts Response
  • Which Visualization is Best?
  • +1 more

7.7 Correlations

  • Trends and Correlations
  • Trends and Correlations Quiz
  • Creating a Scatterplot
  • Data: Scatterplots and Correlations
  • Scatterplots and Correlations Response

7.8 Pivot Tables

  • Pivot Tables
  • Pivot Tables Quiz
  • Sneaker Boutique Sales
  • Sneaker Boutique Sales Response

7.9 Statistical Measures

  • Statistical Measures
  • Statistics and Data Science Quiz
  • Unemployment Rates
  • Unemployment Rates Response

Courses that include this module